EuroPython Conference Courses

Simple Data Validation and Setting Management with Pydantic

Learn efficient data validation and setting management using Pydantic. Explore models, validators, and converters with real-life examples to enhance code readability and prevent processing errors.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Managing Complex Data Science Experiment Configurations with Hydra

Learn to manage complex data science experiments efficiently using Hydra, an open-source framework that simplifies configuration handling, enhances traceability, and improves reproducibility with minimal boilerplate code.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Correlating Messy Data with "Correlate"

Discover a novel scoring algorithm and clever heuristics for matching items in messy real-world data sets with inexact string matches, solving data correlation challenges efficiently.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

ShapePipe - A Modular Weak-Lensing Processing and Analysis Pipeline

Explore a Python-based pipeline for analyzing weak gravitational lensing, aiding cosmologists in understanding dark matter and dark energy through precise galaxy shape measurements.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

Common Python Mistakes with Kubernetes - How They Can Cause Vulnerabilities and How to Solve Them

Explore common Python vulnerabilities in Kubernetes deployments, their potential impacts, and effective mitigation strategies using tools like Falco, TUF, Open Policy Agent, and Bandit.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

Developers Documentation - Your Secret Weapon

Discover how high-quality documentation can be a powerful tool for product adoption and growth. Learn principles for creating solid, educational content that enhances the developer experience and community engagement.

• YouTube
• 44 minutes
• Self-Paced
• Conference Talk

A Network Embeddings Based Recommendation Model with Multi-Factor Consideration

Explore a novel recommendation model using network embeddings and multi-factor analysis. Learn about knowledge transfer across implicit and explicit factors for improved accuracy in real-world applications.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

How I Wrote a Python Client for HTTP - 3 Proxies

Explore the development of a Python client for HTTP/3 proxies using MASQUE protocol, covering proxy design, HTTP versions, and asyncio implementation challenges.

• YouTube
• 27 minutes
• Self-Paced
• Conference Talk

Open Science - Building Models Like We Build Open-Source Software

Explore the concept of developing pre-trained models collaboratively, applying open-source software principles to machine learning for wider participation and continuous improvement.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

Predicting Urban Heat Islands in Calgary

Learn to predict urban heat islands using satellite imagery and geospatial Python libraries. Explore spatial regression methods, data processing, and visualization techniques for sustainable urban planning.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

How We Are Making Python 3.11 Faster

Explore key optimizations in Python 3.11, including adaptive specializing interpreter, zero-cost exceptions, and object layout improvements, enhancing performance for the "Faster CPython" project.

• YouTube
• 29 minutes
• Self-Paced
• Conference Talk

Building a Just-in-Time Python FaaS Platform with Unikraft

Explore Unikraft's unikernel technology for building efficient, specialized Python FaaS platforms with fast boot times, small footprints, and enhanced security, integrated with major orchestration frameworks.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

The Intricate Art of Making Your -Internal- Clients Happy - The Story From a Python-Centered Infra Team

Discover strategies for successful internal tool development, including avoiding common pitfalls, effective delivery approaches, and lessons learned from real-world experiences in a large-scale ML infrastructure team.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

Automate the Boring Stuff with Slackbot - Ver. 2

Learn to create a Slackbot using Bolt for Python to automate tasks like emoji reactions, calculations, issue tracking, and account management. Explore practical examples and API integrations.

• YouTube
• 28 minutes
• Self-Paced
• Conference Talk

Using Python to Manage Software Bill of Materials

Learn to create and manage Software Bill of Materials (SBOMs) using Python, enhancing software security and compliance tracking in complex development environments.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk